Hydrological Processes · 2017 · 195 citations · 8 references
AgricultureEarth SciencesSoil SciencesSoil PhysicsSoil ScienceSoil-water RelationsHydraulic ModelingHydrological ModelingSoil DepthSoil Hydraulic PropertiesSoil-water BalanceMoisture RetentionSaturated Hydraulic ConductivitySoil Database DevelopmentSoil Hydraulic ParameterizationSoil PropertiesThree-dimensional Hydraulic ModelingUnsaturated Hydraulic ConductivityUnsaturated Hydraulic Properties
Abstract Soil hydraulic properties are required in various modelling schemes. We propose a consistent spatial soil hydraulic database at 7 soil depths up to 2 m calculated for Europe based on SoilGrids250m and 1 km datasets and pedotransfer functions trained on the European Hydropedological Data Inventory. Saturated water content, water content at field capacity and wilting point, saturated hydraulic conductivity and Mualem‐van Genuchten parameters for the description of the moisture retention, and unsaturated hydraulic conductivity curves have been predicted. The derived 3D soil hydraulic layers (EU‐SoilHydroGrids ver1.0) can be used for environmental modelling purposes at catchment or continental scale in Europe. Currently, only EU‐SoilHydroGrids provides information on the most frequently required soil hydraulic properties with full European coverage up to 2 m depth at 250 m resolution.
8
R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
SoilGrids250m: Global gridded soil information based on machine learning
Tomislav Hengl, Jorge Mendes de Jesus, G.B.M. Heuvelink et al. · PLoS ONE · 2017 · 4.7K citations · Full text
Bindings for the Geospatial Data Abstraction Library
Roger Bivand, Tim Keitt, Barry Rowlingson · 2015 · 744 citations